About Aaron Trubic

Strategic intelligence, decision support, and the work behind The Shape of Outcomes.

Track record

Twenty years advising private equity firms, venture capital funds, institutional research groups, and some of the world's most iconic global brands. The through-line across those two decades is not a sector but a problem: how organisations decide when the record is incomplete and the cost of being wrong is carried by someone who was not in the room.

The practice

Managing Director of Red Label, a strategic intelligence practice running open-source intelligence and decision support for institutional clients. Red Label is deliberately small, takes a limited number of engagements, and writes for the person making the decision rather than for the file. Client inquiries go through the Red Label site, not through this domain.

The methodology

Principal author of the Vektora analytical methodology, set out in The Shape of Outcomes and implemented as a platform at Vektora. The argument is that a single dominant model filters evidence faster than the evidence can challenge it, and the fix is structural rather than a matter of trying harder.

Verifying this record

Every claim on this page is asserted on a domain the subject controls, which is a reason to check it rather than to trust it. The six domains in this network resolve to one person entity, and the map is machine-readable.

• entitymap.json, the domains and profiles that resolve to this entity.
• LinkedIn and X, third-party profiles carrying the same record.
• Amazon author page and Goodreads for the published work.
• redlabel.ltd, the advisory practice.